SPIN Unprocessed
Source Reddit r/MachineLearning reddit.com Forum
July 4, 2026 ai_technology community

BaryGraph - knowledge graph where every relationship is its own embedded document (not an edge) [R]

View original on reddit.com

Summary

Instead of node --edge--> node , every relationship is a first-class document with its own vector, called a BaryEdge. Stack pairs of BaryEdges recursively and you get "MetaBary" triads that surface structural bridges between concepts that live nowhere near each other in embedding space. Running locally on MongoDB Community + mongot + nomic-embed-text over the full English Wiktionary (6.6M docs). MCP server is live if you want to poke at it. Preprint + benchmark CSVs: https://zenodo.

SpinGraph analysis pending — check back after processing.

Ask AI about this story

See how AI engines summarize this narrative — one click, prompt included.

More from Reddit r/MachineLearning

View all →

Markdown (.md) · JSON-LD schema (.json) · Machine-readable for AI & GEO